faculty-profile

Dr. SUDHARANI

info

Asst professor

CSE

KL UNIVERSITY

16 YEARS

DBMS, ARTIFICIAL INTELLIGENCE, MACHINE LEARNING

DEEP LEARNING

Mail: v.sudharani@sru.edu.in

Educational
Qualifications
(From Highest)

2025

P.hd

2012

M.Tech cse

2008

MCA

Student
Supervision

16

Ph.D

40

UG

Key Publications

M. A. Shaik, V. S. Rani, A. Fatima, M. Parveen, J. Juwairiyyah and N. Fatima, "Secure Data Exchange in Cloud Computing: Enhancing Confidentiality, Integrity, and Availability Through Data Partitioning and Encryption," 2024 International Conference on Smart Technologies for Sustainable Development Goals (ICSTSDG), Chennai - 600077, Tamil Nadu, India, 2024, pp. 1-6, doi: 10.1109/ICSTSDG61998.2024.11026651. keywords: {Ciphers;Cloud computing security;Simulated annealing;Machine learning;Organizations;Real-time systems;Encryption;Partitioning algorithms;Sustainable development;Genetic algorithms;cloud security;annealing;secure data exchange;optimized block ciphers;encryption},

Vupulluri, S.R.; Munagala, J.K. Histopathological Image Analysis Using Deep Learning Framework. Eng. Proc. 2023, 59, 132. https://doi.org/10.3390/engproc2023059132

Rani V, S. ., & Kumar, M. J. . (2022). Histopathological Image Classification Methods and Techniques in Deep Learning Field. International Journal on Recent and Innovation Trends in Computing and Communication, 10(2s), 158–165. https://doi.org/10.17762/ijritcc.v10i2s.5923

Research Projects / Patents

HISTOPATHOLOGICAL IMAGE ANALYSIS USING DEEP LEARNING FRAMEWORK

The following are the findings of this study on the classification of breast cancer histopathology images: Using classic machine learning approaches for histopathological image classification in breast cancer detection requires pathologists with professional clinical expertise, and the feature extraction procedure takes a long time and energy. The typical use of machine learning for histopathological image categorization in breast cancer detection is seriously harmed. Deep learning can automatically learn fetures

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